Using Two-Step Cluster Analysis and Latent Class Analysis to Construct a Typology of Internet Users Among Community-Dwelling Older People.

IF 1.5 4区 医学 Q3 GERONTOLOGY
Journal of Gerontological Social Work Pub Date : 2024-08-01 Epub Date: 2024-04-26 DOI:10.1080/01634372.2024.2346661
Jorrit Campens, Anina Vercruyssen, Willem De Keyzer, Nico De Witte
{"title":"Using Two-Step Cluster Analysis and Latent Class Analysis to Construct a Typology of Internet Users Among Community-Dwelling Older People.","authors":"Jorrit Campens, Anina Vercruyssen, Willem De Keyzer, Nico De Witte","doi":"10.1080/01634372.2024.2346661","DOIUrl":null,"url":null,"abstract":"<p><p>This study utilizes data, spanning 2016-2021, from the Belgian Ageing Studies and presents a typology of older internet users based on nine internet activities. Two-step Cluster Analysis and Latent Class Analysis revealed three groups: (1) \"Basic users\" primarily engage in information search and mailing, (2) \"Allrounders\" participate in nearly all internet activities and (3) \"Selective users\" are intermediary, predominantly using the internet for information search, mailing, e-banking and communication with (grand)children. These clusters varied in sociodemographic characteristics, with \"Allrounders\" being younger, more educated, wealthier and predominantly male, compared to \"Selective users\" and \"Basic users,\" respectively.</p>","PeriodicalId":47579,"journal":{"name":"Journal of Gerontological Social Work","volume":" ","pages":"803-824"},"PeriodicalIF":1.5000,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Gerontological Social Work","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/01634372.2024.2346661","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/4/26 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"GERONTOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

This study utilizes data, spanning 2016-2021, from the Belgian Ageing Studies and presents a typology of older internet users based on nine internet activities. Two-step Cluster Analysis and Latent Class Analysis revealed three groups: (1) "Basic users" primarily engage in information search and mailing, (2) "Allrounders" participate in nearly all internet activities and (3) "Selective users" are intermediary, predominantly using the internet for information search, mailing, e-banking and communication with (grand)children. These clusters varied in sociodemographic characteristics, with "Allrounders" being younger, more educated, wealthier and predominantly male, compared to "Selective users" and "Basic users," respectively.

利用两步聚类分析和潜类分析法构建社区老年人中的互联网用户类型。
本研究利用比利时老龄化研究(Belgian Ageing Studies)2016-2021 年的数据,根据九项互联网活动对老年互联网用户进行了分类。两步聚类分析和潜类分析揭示了三个群体:(1)"基本用户 "主要从事信息搜索和邮件发送;(2)"全能用户 "几乎参与所有互联网活动;(3)"选择性用户 "是中间群体,主要使用互联网进行信息搜索、邮件发送、电子银行和与(孙)子女沟通。这些群组的社会人口特征各不相同,与 "选择性用户 "和 "基本用户 "相比,"全能 用户 "分别更年轻、受教育程度更高、更富裕和以男性为主。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
4.00
自引率
3.10%
发文量
65
期刊介绍: With over 30 years of consistent, quality articles devoted to social work practice, theory, administration, and consultation in the field of aging, the Journal of Gerontological Social Work offers you the information you need to stay abreast of the changing and controversial issues of today"s growing aging population. A valuable resource for social work administrators, practitioners, consultants, and supervisors in long-term care facilities, acute treatment and psychiatric hospitals, mental health centers, family service agencies, community and senior citizen centers, and public health and welfare agencies, JGSW provides a respected and stable forum for cutting-edge insights by experts in the field.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信